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There’s a new type of switch that could soon be showing up in AI-optimized datacenters, a PCIe 6 fabric switch. fabric switch GPUs and AI acceleration technologies typically connect to a hardware motherboard via a PCIe (PCI Express) slot connection. Scorpio PCIe 6.0 Wireshark 4.4
Chinas largest tech giants such as Baidu and Tencent have been working on their own large language models (LLMs) for some time now, andthe unexpected debutof DeepSeek , despite numerous hardware sanctions, surprised even the most powerful AI companies from the West. [
Edgecore Networks is taking the wraps off its latest datacenter networking hardware, the 400G-optimized DCS511 spine switch. This new hardware offering aims to address the increasing demands of modern computing infrastructures, particularly in the realms of cloud computing and artificial intelligence.
In its recent earnings call, AMD CEO Lisa Su underscored that the datacenter and AI business is now pivotal to the company’s future, expecting a 98% growth in this segment for 2024. However, on a deeper look, the Q3 results showed both strengths and challenges: while total revenue rose by 18% to $6.8
The AI infrastructure challenge for networking at hyper scale The demands of AI are changing the way datacenters and particularly hyperscale datacenters need to operate. Sadana noted that existing networking vendors arent building the super customized hardware that hyperscalers need either.
Nokia is offering customers an alternative way to set up datacenter networks by expanding its datacenter fabric package to support the open-source Software for Open Networking in the Cloud ( SONiC ).
Interest in the open-source network operating system SONiC is rising as major networking vendors and start-ups look to offer resources to help enterprises give SONiC a try. The Linux-based NOS was created by Microsoft for its Azure datacenters and then open-sourced by Microsoft in 2017. What is SONiC?
In estimating the cost of a large-scale VMware migration , Gartner cautions: VMwares server virtualization platform has become the point of integration for its customers across server, storage and network infrastructure in the datacenter. The open-source KubeVirt project wraps each VM in a lightweight container.
If you’re running a cloud platform at Microsoft’s scale (30-plus regions around the world, with multiple datacenters per region) and you want it to run on the best datacenterhardware, you typically design it yourself. But what if there are ideas out there — outside of your company’s…
Although it wasnt ready for the current round of benchmarking, Salvator pointed out that the companys Dynamo opensource inferencing software, introduced at GTC 2025 , will up the ante even further. McGregor described Dynamo as significant: Think of an OS for an entire datacenter. So, this is huge.
Whats inside VergeIO and where its deployed While the ESX hypervisor is at the core of the VMware virtualization platform, VergeIO is based on the open-source KVM hypervisor. The software requires direct hardware access due to its low-level integration with physical resources.
The landscape of datacenter infrastructure is shifting dramatically, influenced by recent licensing changes from Broadcom that are driving up costs and prompting enterprises to reevaluate their virtualization strategies. Clients are seeing increased costs with on-premises virtualization with Broadcom’s acquisition of VMware.
The interior of a container packed with servers at a Microsoft datacenter in Chicago. “We have something over a million servers in our datacenter infrastructure. . “We have something over a million servers in our datacenter infrastructure. 12 Million SF of New Microsoft DataCenters?
For example, Cisco and Nvidia just expanded their partnership to bolster AI in the datacenter. Similarly, they might not trust the big AI vendors with their data, either, he says. You get to a certain point where its cheaper to run it on your own hardware instead of running it in the cloud, Harvey says.
Opensource and Linux platform vendor SUSE is looking to help organizations solve some of the complexity and challenges of edge computing with the company’s SUSE Edge 3.1 Metal3 is being integrated with the Rancher Kubernetes management capabilities to enable remote orchestration of bare-metal deployments in the datacenter.
The aim of the SDM is to migrate existing applications which have been written to run on a mainframe and enable such programs to be run on the x86 runtime environment without recompilation, the judgement reads.
L3AF is an open-source project aimed at simplifying monitoring and control networks of large-scale cloud applications, Ranny Haiby, CTO of networking, edge and access at the Linux Foundation, told Network World.Some of the main use cases for L3AF are in traffic rate limiting, DDoS mitigation, traffic quality monitoring and network observability.
Core challenges for sovereign AI Resource constraints Developing and maintaining sovereign AI systems requires significant investments in infrastructure, including hardware (e.g., high-performance computing GPU), datacenters, and energy.
The processor market for AI-enabled systems is vast and highly varied given the many uses and work conditions for AI, including the datacenter, cloud, and edge. This will benefit the traditional players who have a well-established datacenter business,” Gold wrote.
“With Multislice, developers can scale workloads up to tens of thousands of chips over inter-chip interconnect (ICI) within a single pod, or across multiple pods over a datacenter network,” Vahdat explained last year in a blog post co-written with his colleague Mark Lohmeyer. Google launched the first iteration of its TPU in 2016.
OpenVINO is an open-source toolkit that accelerates AI inference and lets developers use AI models trained using popular frameworks such as TensorFlow, PyTorch, ONNX, and others. Intel IPUs are hardware accelerators that offload a number of tasks such as packet processing, traffic shaping, and virtual switching from the server CPU.
Fusion-io Accelerates Flash Apps With OpenSource Contributions. Fusion-io Accelerates Flash Apps With OpenSource Contributions. In hyperscale computing key-value stores are popular for schema-less data structures used in NoSQL databases. Fusion-io Sets the Stage for the All-Flash DataCenter.
Chinese AI startup DeepSeek made a big splash last week when it unveiled an open-source version of its reasoning model, DeepSeek-R1, claiming performance superior to OpenAIs o1 generative pre-trained transformer (GPT). The most advanced new models will still have high R&D and compute costs thatll be passed on to early adopters.
Here are six tips for developing and deploying AI without huge investments in expert staff or exotic hardware. However, the investment in supercomputing infrastructure, HPC expertise, and data scientists is beyond all but the largest hyperscalers, enterprises, and government agencies. Not at all.
Articul8 AI will be led by Arun Subramaniyan, formerly vice president and general manager in Intel’s DataCenter and AI Group. The new entity will use an Intel generative AI system that can read text and images using a combination of open-source and in-house technology.
IBM said today that it will make CloudFoundry a component of its open cloud architecture and work with Pivotal on further development of the CloudFoundry opensource project and establishing an open governance model for the community. Google, IBM Team on DataCenter Research. Modular DataCenters.
Even so, the fact that DeepSeek-V3-0324 can run locally on this hardware is remarkable. Contemporary models of comparable size typically demand far larger GPU clusters chewing through power in dedicated datacenters. Hardware restrictions and limited access to the latest Nvidia chips forced these companies to innovate.
. “We’re excited about the opportunities ahead to expand our footprint via Cisco’s global reach, as well as Cisco’s commitment to support our pace of innovation in both commercial markets and the opensource community.” Cisco Targets ‘DataCenter 3.0′ Modular DataCenters.
The AMD FirePro professional graphics demonstrations featured unique animation, display, simulation and other creative hardware and software collaborations for attendees from around the world. Avatar, Hollywood and the DataCenter. Sign up for the DataCenter Knowledge Newsletter. Modular DataCenters.
The latter can be open-source software such as OpenStack, CloudStack or commercial products such as Citrix CloudPlatform or VMware Cloud Director (VCD). Sign up for the DataCenter Knowledge Newsletter. Modular DataCenters. Sign up for the DataCenter Knowledge Newsletter. Add Your Comments.
Cloudera announced Sentry – a new Apache licensed opensource project that delivers the industry’s first fine-grained authorization framework for Hadoop. About John Rath John Rath is a veteran IT professional and regular contributor at DataCenter Knowledge. Sign up for the DataCenter Knowledge Newsletter.
The paper captures design considerations for enterprise technologists that flow from the engineering work both Cloudera and Intel have been putting into both opensource technologies and hardware design.
By abstracting the three elements of storage, compute, and networking, datacenters were promised limitless infrastructure control. Furthermore, there are some strictures emplaced by HCI vendors that limit the flavour of hypervisor or constrain hardware choices to approved kits. The latter trend is demand-led.
Datacenters are only valuable if they can share data Image Credit: Sean Ellis. As the person with the CIO job at your company, you have the added responsibility of maintaining your company’s datacenters. Just exactly how are you going to ensure that your datacenters can talk to each other?
At its Evolve24 annual data and AI conference this week, Cloudera announced the Cloudera AI Inference Service, which leverages Nvidia’s NIM microservices. Nvidia NIMs are packaged-up open-source generative AI applications , such as Llama and Mistral, together with APIs and the accelerators needed to run them most effectively on Nvidia’s GPUs.
Using 3D MEMS (micro-electromechanical systems) and all optical switches in the datacenter means that without upgrading the switch, speeds can go from 10Gbps to 40Gbps and then 100 Gbps. RELATED POSTS: Hybrid Packet-Optical Circuit Switch Networks are New DataCenter Standard. Modular DataCenters.
Cisco and Juniper (whose acquisition by HPE seems on track) have both announced intentions to focus more on AI in the enterprise datacenter. Enterprises overall think that you start AI hosting plans with GPUs and datacenter equipment, but every one of the “confident” enterprises say that’s wrong.
By understanding their options and leveraging GPU-as-a-service, CIOs can optimize genAI hardware costs and maintain processing power for innovation.” Opensource is one way CIOs can definitely keep the costs low,” he says, pointing out that open-source models are also transparent and can be customized. “AI
It’s an idea we’re proud to support, as it aligns with our own DataCenter of the Future initiative. We believe investing in sustainable datacenter technologies isn’t just the right thing to do for the future of our planet; it can also be a key source of business value for our customers today.
nGenius provides borderless observability across multiple domains, including network and datacenter/ cloud service edges, for application and network performance analysis and troubleshooting throughout complex hybrid, multicloud environments. Versas management platform can be deployed in a public cloud, private cloud, or on-premises.
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